Challenges and Practical Approaches with Word Sense Disambiguation of Acronyms and Abbreviations in the Clinical Domain

por Moon, Sungrim, McInnes, Bridget, Melton, Genevieve B.
Publicado 2015

Adapting and evaluating a deep learning language model for clinical why-question answering

por Wen, Andrew, Elwazir, Mohamed Y, Moon, Sungrim, Fan, Jungwei
Publicado 2020

Integrating Multiple On-line Knowledge Bases for Disease-Lab Test Relation Extraction

por Zhang, Yaoyun, Soysal, Ergin, Moon, Sungrim, Wang, Jingqi, Tao, Cui, Xu, Hua
Publicado 2015

A scoping review of medical practice variation research within the informatics literature

por Sohn, Sunghwan, Moon, Sungrim, Prokop, Larry J., Montori, Victor M., Fan, J. Wilfred
Publicado 2022

Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients

por Moon, Sungrim, Liu, Sijia, Chen, David, Wang, Yanshan, Wood, Douglas L., Chaudhry, Rajeev, Liu, Hongfang, Kingsbury, Paul
Publicado 2019

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

por Moon, Sungrim, Liu, Sijia, Kshatriya, Bhavani Singh Agnikula, Fu, Sunyang, Moser, Ethan D., Bielinski, Suzette J., Fan, Jungwei, Liu, Hongfang
Publicado 2023

Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis

por Wang, Liwei, He, Huan, Wen, Andrew, Moon, Sungrim, Fu, Sunyang, Peterson, Kevin J, Ai, Xuguang, Liu, Sijia, Kavuluru, Ramakanth, Liu, Hongfang
Publicado 2023

Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation

por Wen, Andrew, Fu, Sunyang, Moon, Sungrim, El Wazir, Mohamed, Rosenbaum, Andrew, Kaggal, Vinod C., Liu, Sijia, Sohn, Sunghwan, Liu, Hongfang, Fan, Jungwei
Publicado 2019

Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review

por Fu, Sunyang, Wang, Liwei, Moon, Sungrim, Zong, Nansu, He, Huan, Pejaver, Vikas, Relevo, Rose, Walden, Anita, Haendel, Melissa, Chute, Christopher G., Liu, Hongfang
Publicado 2022

Rethinking blood eosinophil counts: Epidemiology, associated chronic diseases, and increased risks of cardiovascular disease

por Pongdee, Thanai, Manemann, Sheila M., Decker, Paul A., Larson, Nicholas B., Moon, Sungrim, Killian, Jill M., Liu, Hongfang, Kita, Hirohito, Bielinski, Suzette J.
Publicado 2022

An active learning-enabled annotation system for clinical named entity recognition

por Chen, Yukun, Lask, Thomas A., Mei, Qiaozhu, Chen, Qingxia, Moon, Sungrim, Wang, Jingqi, Nguyen, Ky, Dawodu, Tolulola, Cohen, Trevor, Denny, Joshua C., Xu, Hua
Publicado 2017

Detecting Pharmacovigilance Signals Combining Electronic Medical Records With Spontaneous Reports: A Case Study of Conventional Disease-Modifying Antirheumatic Drugs for Rheumatoid...

por Wang, Liwei, Rastegar-Mojarad, Majid, Ji, Zhiliang, Liu, Sijia, Liu, Ke, Moon, Sungrim, Shen, Feichen, Wang, Yanshan, Yao, Lixia, Davis III, John M., Liu, Hongfang
Publicado 2018

Quality assessment of functional status documentation in EHRs across different healthcare institutions

por Fu, Sunyang, Vassilaki, Maria, Ibrahim, Omar A., Petersen, Ronald C., Pagali, Sandeep, St Sauver, Jennifer, Moon, Sungrim, Wang, Liwei, Fan, Jungwei W., Liu, Hongfang, Sohn, Sunghwan
Publicado 2022

Computational drug repurposing based on electronic health records: a scoping review

por Zong, Nansu, Wen, Andrew, Moon, Sungrim, Fu, Sunyang, Wang, Liwei, Zhao, Yiqing, Yu, Yue, Huang, Ming, Wang, Yanshan, Zheng, Gang, Mielke, Michelle M., Cerhan, James R., Liu, Hongfang
Publicado 2022

Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification

por Moon, Sungrim, Carlson, Luke A, Moser, Ethan D, Agnikula Kshatriya, Bhavani Singh, Smith, Carin Y, Rocca, Walter A, Gazzuola Rocca, Liliana, Bielinski, Suzette J, Liu, Hongfang, Larson, Nicholas B
Publicado 2022

Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing

por Wang, Liwei, Fu, Sunyang, Wen, Andrew, Ruan, Xiaoyang, He, Huan, Liu, Sijia, Moon, Sungrim, Mai, Michelle, Riaz, Irbaz B., Wang, Nan, Yang, Ping, Xu, Hua, Warner, Jeremy L., Liu, Hongfang
Publicado 2022

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

por Seol, Hee Yun, Shrestha, Pragya, Muth, Joy Fladager, Wi, Chung-Il, Sohn, Sunghwan, Ryu, Euijung, Park, Miguel, Ihrke, Kathy, Moon, Sungrim, King, Katherine, Wheeler, Philip, Borah, Bijan, Moriarty, James, Rosedahl, Jordan, Liu, Hongfang, McWilliams, Deborah B., Juhn, Young J.
Publicado 2021

Association of Ankle-Brachial Indices With Limb Revascularization or Amputation in Patients With Peripheral Artery Disease

por Moussa Pacha, Homam, Mallipeddi, Vishnu P., Afzal, Naveed, Moon, Sungrim, Kaggal, Vinod C., Kalra, Manju, Oderich, Gustavo S., Wennberg, Paul W., Rooke, Thom W., Scott, Christopher G., Kullo, Iftikhar J., McBane, Robert D., Nishimura, Rick A., Chaudhry, Rajeev, Liu, Hongfang, Arruda-Olson, Adelaide M.
Publicado 2018

Leveraging the Electronic Health Record to Create an Automated Real‐Time Prognostic Tool for Peripheral Arterial Disease

por Arruda‐Olson, Adelaide M., Afzal, Naveed, Priya Mallipeddi, Vishnu, Said, Ahmad, Moussa Pacha, Homam, Moon, Sungrim, Chaudhry, Alisha P., Scott, Christopher G., Bailey, Kent R., Rooke, Thom W., Wennberg, Paul W., Kaggal, Vinod C., Oderich, Gustavo S., Kullo, Iftikhar J., Nishimura, Rick A., Chaudhry, Rajeev, Liu, Hongfang
Publicado 2018

Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population

por Manemann, Sheila M, St Sauver, Jennifer L, Liu, Hongfang, Larson, Nicholas B, Moon, Sungrim, Takahashi, Paul Y, Olson, Janet E, Rocca, Walter A, Miller, Virginia M, Therneau, Terry M, Ngufor, Che G, Roger, Veronique L, Zhao, Yiqing, Decker, Paul A, Killian, Jill M, Bielinski, Suzette J
Publicado 2021